AI-Driven Growth Strategy
Embedding AI Into Products, Teams, and Workflows
AI is no longer optional. It’s the lever that will separate startups that scale from those that stall. But figuring out where and how to apply AI is messy. Do you invest in AI features for customers? Do you enable your developers with AI tools? Do you redesign your workflows around automation?
I help founders cut through the noise and embed AI everywhere it drives real value. From internal processes to customer-facing products.
Why AI-Everywhere Matters
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Competitive Edge: Customers expect AI-powered experiences.
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Team Productivity: AI-enabled developers, PMs, and support teams move faster.
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Scalability: Workflows powered by automation reduce bottlenecks as you grow.
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Focus on Value: Free up your best people to focus on what matters most.
How I Can Help
AI in Teams & Workflows
- Introduce AI coding tools (e.g. GitHub Copilot) and best practices for adoption
- Automate routine PM, QA, and support tasks with LLMs and agent workflows
- Design internal AI tools tailored to your business processes
AI in Product Development
- Identify where AI features truly solve customer problems (vs. hype)
- Prototype and ship AI-powered features that integrate into your core product
- Build evaluation and monitoring systems to ensure models deliver reliable results
AI Strategy & Roadmapping
- Prioritize AI initiatives that align with business goals
- Balance quick wins (workflow automation) with longer-term product bets
- Help founders communicate a clear AI vision to investors, boards, and teams
My Approach
- Assess the Current Landscape - review workflows, tools, and roadmap.
- Spot High-Leverage Opportunities - where AI can save time, reduce risk, or differentiate.
- Design AI Interventions - from quick automations to product feature pilots.
- Guide Implementation - hands-on support to ship features and scale workflows.
Outcomes You Can Expect
✅ - Teams working faster with less friction
✅ - A product roadmap that leverages AI without derailing core delivery
✅ - Reduced operational bottlenecks through AI-driven workflows
✅ - A compelling AI story for investors and customers